GEO glossary

The terms you will meet in AI search and Generative Engine Optimization, defined in one or two sentences each.

GEO (Generative Engine Optimization)
The practice of improving how often and how accurately AI assistants such as ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews mention, recommend and cite a business or brand in their answers.
AEO (Answer Engine Optimization)
A closely related term for optimising content to be selected as the direct answer by search features and AI assistants. In practice GEO and AEO are often used interchangeably.
Google AI Overviews
AI-generated summaries shown at the top of some Google search results, with links to the sources used. Google AI Mode is a separate, conversational search experience built on the same idea.
Mention rate
The share of sampled AI answers to a given prompt that name your business. Because AI answers vary between runs, mention rate is measured over several samples rather than a single answer.
Citation
A source link that an AI assistant shows alongside its answer. Being cited means the AI used your page, or a page about you, as evidence.
Citation source
A third-party website that AI assistants frequently cite for a topic, such as a review site, directory, forum thread or news article. Appearing accurately on these sources is a core part of GEO.
Entity
A distinct, identifiable thing — such as your company — that search engines and AI models recognise. Entity consistency means your name, description, location and services match everywhere they appear online.
Prompt set
The list of questions used to test AI visibility, written the way real customers ask them. A good prompt set for Southeast Asia includes local phrasing, place names and languages.
AI crawler
An automated agent that fetches web pages for an AI company. Examples include GPTBot and OAI-SearchBot (OpenAI), ClaudeBot and Claude-SearchBot (Anthropic), PerplexityBot (Perplexity) and Google-Extended (a Google control token).
llms.txt
A proposed plain-text file at a website root that summarises the site and links its key pages for large language models. It complements, but does not replace, robots.txt and sitemaps.
Structured data (schema markup)
Machine-readable information added to a web page, usually as JSON-LD using the schema.org vocabulary, describing things like an organisation, a service, a product or an FAQ.
Answer-first content
A writing pattern where the direct answer to a question appears in the first sentence or paragraph, followed by detail. It makes content easier for AI assistants to quote accurately.
AI referral traffic
Website visits that arrive from AI assistants, identifiable by referrers such as chatgpt.com, perplexity.ai, gemini.google.com, copilot.microsoft.com and claude.ai.
Zero-click search
A search where the user gets their answer without clicking any result, increasingly common with AI-generated answers. It is why being named in the answer itself matters.

See what AI says about your business

Run the free AI visibility check in under a minute, or book a full audit for Singapore or Malaysia.